Architectures

Universal Dependency Parsing with a General Transition-Based DAG Parser CoNLL 2018 Unsupervised Cipher Cracking Using Discrete GANs ICLR 2018 Unsupervised Disambiguation of Syncretism in Inflected Lexicons NAACL 2018 Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018 Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018 Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018 Unsupervised Neural Machine Translation with Weight Sharing ACL 2018 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018 Unsupervised Sentence Compression using Denoising Auto-Encoders CoNLL 2018 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018 Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018 Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition Interspeech 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks Interspeech 2018 Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018 Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal Interspeech 2018 Using Inherent Structures to design Lean 2-layer RBMs ICML 2018 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets COLING 2018 Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System NAACL 2018 Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy Interspeech 2018 Using Spoken Word Posterior Features in Neural Machine Translation EMNLP 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018